Function trigger_diffusion 

pub fn trigger_diffusion(graph_id: &str) -> bool

Trigger a diffusion pass for the named graph. Returns true if enqueued, false if the graph_id is empty (no-op). The actual GPU pass runs async via execute_diffusion_pass; this function is a synchronous CLI entry-point.